Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
Search & Filter
Humor / Satire
4,434 comments
Why would they need to sneak into the greatest country on earth when they're already living in it
Why would they need to sneak into the greatest country on earth when they're already living in it
Uses ironic rhetorical question to sarcastically critique the premise that immigrants are 'sneaking in' to Canada.
Humor / Satire
0.90
MarkfromNewYork
Jan 27, 2026
Justin Truhoe
Justin Truhoe
A play on Trudeau's name ('Truhoe') used as mocking wordplay and derisive humor.
Humor / Satire
0.90
@yssha5342
Mar 4, 2025
I will go next year Noooo next month hahahahahha
I will go next year
Noooo next month hahahahahha
Playful joke about changing travel plans with self-correcting humor ('next year... Noooo next month hahahaha').
Humor / Satire
0.90
luisgutierrez6414
Jan 27, 2026
ICE ICE BABY
ICE ICE BABY
Pop culture reference ('Ice Ice Baby') used as ironic commentary on ICE/immigration enforcement discussion.
Humor / Satire
0.90
Transparency24
Feb 18, 2026
No maple syrup for the US? NOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO
No maple syrup for the US? NOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO
Humorous exaggerated reaction to potential trade restrictions on maple syrup, using comedic hyperbole and extended exclamation marks for satirical effect.
Humor / Satire
0.90
@A_Dornan_1776
Mar 4, 2025
no fistfights with wild bears? Down thumb
no fistfights with wild bears? Down thumb
Joking complaint about missing bear-fighting content, using ironic tone and thumbs-down reference.
Humor / Satire
0.90
tonejunkeee
Jan 27, 2026
mic drop... )
mic drop... )
Brief expression of approval using a colloquial phrase ('mic drop') that signals agreement with previous content in a casual, humorous manner.
Humor / Satire
0.90
romanincognito3666
Sep 30, 2025
lol they were scammed by Canada
lol they were scammed by Canada
Uses ironic humor to comment on the situation, suggesting Canada itself scammed the immigrants.
Humor / Satire
0.90
rajeevdsamuel
Jan 15, 2026
Hahahahahahaha
Hahahahahahaha
Laughter response with no substantive content, indicating amusement or mockery of the video or previous comments.
Humor / Satire
0.90
PresleyDriscoll-j2p
Jan 27, 2026
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
Sarcastic commentary on video content focusing on trivial detail (flip-flops) as if it were serious.
Humor / Satire
0.90
amitojsingh2010
Jan 27, 2026
Buddy on Bike Giga Chad.
Buddy on Bike Giga Chad.
Brief, lighthearted comment praising someone's behavior using internet slang ('Giga Chad'), likely humorous in tone.
Humor / Satire
0.90
Punisher_brings_justice
Jan 27, 2026
Dustbin Throwdo
Dustbin Throwdo
Derisive wordplay on Trudeau's name ('Dustbin Throwdo') using sarcasm and mockery.
Humor / Satire
0.90
@Visionary_Victory11
Mar 4, 2025
I'm SHOCKED! SHOCKED I TELL YA!!!
I'm SHOCKED! SHOCKED I TELL YA!!!
Sarcastic expression of mock shock, likely commenting ironically on the video's revelations about fraud.
sultrysounds7948
Sep 29, 2025
Putin hasn't been able to take Kiev in 3 years, \nbut managed to take Washington in 5 weeks.
Putin hasn't been able to take Kiev in 3 years,
\nbut managed to take Washington in 5 weeks.
Commenter uses ironic comparison (Putin's military failure vs. political success in US) as satirical commentary on Trump-Putin relationship.
Humor / Satire
0.90
@romeowong84
Mar 4, 2025
0:01 PEAK INDIAN REPRESENTATION 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
0:01 PEAK INDIAN REPRESENTATION 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Uses sarcasm and excessive emojis to mock representation, employing ironic commentary on diversity.
datpreto
Feb 27, 2026
“I can’t break my visa rules?” “No.” 😮😢
“I can’t break my visa rules?”
“No.”
😮😢
Sarcastic dialogue format with emojis mocking the enforcement of visa rules and immigrant consequences.
Humor / Satire
0.90
RiokuAvalon
Jan 15, 2026
Make Brampton great again 😂😂😂
Make Brampton great again 😂😂😂
Sarcastic reference to 'Make America Great Again' slogan applied to Brampton, using emojis to signal ironic commentary.
Humor / Satire
0.90
Toronto_General6
Jan 27, 2026
Lmfao “I’m as racist as the next guy”
Lmfao “I’m as racist as the next guy”
Laughing reaction to a quoted statement, using irony to mock or critique the speaker's admission.
Humor / Satire
0.90
Skaterjoeee
Jan 27, 2026
No deodorant were harmed in the making of this video
No deodorant were harmed in the making of this video
Absurdist joke making a humorous reference to a product brand in relation to the video content.
Humor / Satire
0.90
scrawford9
Jan 27, 2026
Alberta Calling... "new phone, who dis?"
Alberta Calling... "new phone, who dis?"
Playful meme-style joke using the 'new phone, who dis' format to mock Alberta's political messaging.
Humor / Satire
0.90
@miketerrine1131
Feb 20, 2026
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
CNN
2,078
Tyler Oliveira
1,667
RocaNews
241
Global News
89
CTV News
68
Fear / Threat
Tyler Oliveira
1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
Tyler Oliveira
1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
CNN
1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
CNN
1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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Discourse Quality (Perspective API)